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Teaching AI about molecules and mechanism | Scientist @ Lilly
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EliLillyCo
Data Scientist
June 27, 2026 – Present
arXivCurator
January 13, 2025 – January 22, 2025
A simple agent made to read arXiv preprint feeds and look for potentially interesting articles. The agent can either write papers to a remote file (e.g., a page on a static website) or send them in an email.
View Projectphi3_dialogue
December 5, 2024 – December 10, 2024
Fine-tuning Microsoft's Phi-3.5-mini-instruct to summarize dialogue
View Projectmemorypalace
September 25, 2023 – October 16, 2025
A place to organize my thoughts. Continually in development. Powered by Jekyll, built from TeXt-theme
View ProjectGANsDemo
November 18, 2022 – December 19, 2022
My demo on Generative Adversarial Networks from Cornell's CS 6784 (Advanced Topics in Machine Learning - Deep Learning)
View ProjectMoFlowGAN
November 3, 2022 – June 27, 2023
MoFlowGAN is a normalizing flow for molecular graphs that is heuristically biased towards easily synthesized, drug-like molecules
View Projectthisisntnathan.github.io
December 31, 2021 – Present
A personal website for Nathan M. Lui.
View ProjectdftCourse
December 27, 2021 – January 26, 2022
The DFT Course: A gentle introduction to computational chemistry and density functional theory for advanced undergraduate and beginning graduate students
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and academic in nature, indicating a strong drive for self-learning and exploration. The diversity of projects, from computational chemistry to web development, suggests a broad intellectual curiosity. However, the lack of team-based or collaborative projects makes it difficult to assess cultural fit in a corporate environment. The current role at EliLillyCo as a Data Scientist aligns well with the target role, but no details are provided about the actual work or team dynamics.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.